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    Automated liver tissues delineation techniques: A systematic survey on machine learning current trends and future orientations 

    Al-Kababji, Ayman; Bensaali, Faycal; Dakua, Sarada Prasad; Himeur, Yassine ( Elsevier , 2023 , Article)
    Machine learning and computer vision techniques have grown rapidly in recent years due to their automation, suitability, and ability to generate astounding results. Hence, in this paper, we survey the key studies that are ...
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    Artificial intelligence based anomaly detection of energy consumption in buildings: A review, current trends and new perspectives 

    Himeur, Yassine; Ghanem, Khalida; Alsalemi, Abdullah; Bensaali, Faycal; Amira, Abbes ( Elsevier , 2021 , Article Review)
    Enormous amounts of data are being produced everyday by sub-meters and smart sensors installed in residential buildings. If leveraged properly, that data could assist end-users, energy producers and utility companies in ...
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    Data fusion strategies for energy efficiency in buildings: Overview, challenges and novel orientations 

    Himeur, Yassine; Alsalemi, Abdullah; Al-Kababji, Ayman; Bensaali, Faycal; Amira, Abbes ( Elsevier , 2020 , Article)
    Recently, tremendous interest has been devoted to develop data fusion strategies for energy efficiency in buildings, where various kinds of information can be processed. However, applying the appropriate data fusion strategy ...

    Machine learning and discriminant function analysis in the formulation of generic models for sex prediction using patella measurements 

    Bidmos, Mubarak A.; Olateju, Oladiran I.; Latiff, Sabiha; Rahman, Tawsifur; Chowdhury, Muhammad E.H. ( Springer Nature , 2022 , Article)
    Sex prediction from bone measurements that display sexual dimorphism is one of the most important aspects of forensic anthropology. Some bones like the skull and pelvis display distinct morphological traits that are based ...
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    Power transformer health condition evaluation: A deep generative model aided intelligent framework 

    Islam, Naimul; Khan, Riaz; Das, Sajal K.; Sarker, Subrata K.; Islam, Md. Manirul; Akter, Masuma; Muyeen, S.M.... more authors ... less authors ( Elsevier Ltd , 2023 , Article)
    This paper presents a deep generative model-aided intelligent framework for effective health condition evaluation of power grid transformers. The health assessment of a power transformer is required to guarantee the stable ...
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    Thermal Change Index-Based Diabetic Foot Thermogram Image Classification Using Machine Learning Techniques 

    Khandakar, Amith; Chowdhury, Muhammad E. H.; Reaz, Mamun B.; Ali, Sawal H.; Abbas, Tariq O.; Alam, Tanvir; Ayari, Mohamed A.; Mahbub, Zaid B.; Habib, Rumana; Rahman, Tawsifur; Tahir, Anas M.; Bakar, Ahmad Ashrif A.; Malik, Rayaz A.... more authors ... less authors ( MDPI , 2022 , Article)
    Diabetes mellitus (DM) can lead to plantar ulcers, amputation and death. Plantar foot thermogram images acquired using an infrared camera have been shown to detect changes in temperature distribution associated with a ...
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    Estimating blood pressure from the photoplethysmogram signal and demographic features using machine learning techniques 

    Chowdhury, Moajjem H.; Shuzan, Md N.; Chowdhury, Muhammad E.H.; Mahbub, Zaid B.; Uddin, M. M.; Khandakar, Amith; Reaz, Mamun B.... more authors ... less authors ( MDPI AG , 2020 , Article)
    Hypertension is a potentially unsafe health ailment, which can be indicated directly from the blood pressure (BP). Hypertension always leads to other health complications. Continuous monitoring of BP is very important; ...
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    Performance analysis of conventional machine learning algorithms for diabetic sensorimotor polyneuropathy severity classification 

    Haque, Fahmida; Bin Ibne Reaz, Mamun; Chowdhury, Muhammad E.; Srivastava, Geetika; Hamid Md Ali, Sawal; Bakar, Ahmad Ashrif A.; Bhuiyan, Mohammad A.... more authors ... less authors ( MDPI , 2021 , Article)
    Background: Diabetic peripheral neuropathy (DSPN), a major form of diabetic neuropathy, is a complication that arises in long-term diabetic patients. Even though the application of machine learning (ML) in disease diagnosis ...
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    RELIABLE COVID-19 DETECTION USING CHEST X-RAY IMAGES 

    Degerli, Aysen; Ahishali, Mete; Kiranyaz, Serkan; Chowdhury, Muhammad E. H.; Gabbouj, Moncef ( IEEE Computer Society , 2021 , Conference)
    Coronavirus disease 2019 (COVID-19) has emerged the need for computer-aided diagnosis with automatic, accurate, and fast algorithms. Recent studies have applied Machine Learning algorithms for COVID-19 diagnosis over chest ...
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    Editorial: Machine Learning, Advances in Computing, Renewable Energy and Communication (MARC) 

    Tomar, A.; Malik, H.; Kumr, P.; Iqbal, A. ( Springer Science and Business Media Deutschland GmbH , 2022 , Conference)
    Machine learning (ML) is the subcategory of artificial intelligence (AI), which has the capability to imitate human behavior intelligently as per the task performed by the human. In the modern time, any organization ...
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      Chowdhury, Muhammad E.H. (10) Bensaali, Faycal (5) Khandakar, Amith (5) Muyeen, S. M. (5) ... View More
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